PinnedPublished inTowards Data ScienceSentence Transformer Fine-Tuning (SetFit): Outperforms GPT-3 on few-shot Text-Classification while…The GPT-n series show very promising results for few-shot NLP classification tasks and keep improving as their model size increases [YK1]…Dec 14, 20217Dec 14, 20217
Zero-cost, ≈Zero inference-time, Zero-shot Financial Sentiment AnalysisHugging Face’s Moritz Laurer demonstrated in a great blog how to utilize pseudo-labeling data to achieve GPT-4 like performance with…Mar 24Mar 24
Efficient Text Classification with Intel Neural CompressorIntel Neural Compressor is an open-source Python library for model compression that reduces the model size and increases the speed of deep…Sep 23, 2022Sep 23, 2022
Best Practices for Text Classification with Distillation (Part 1/4) — How to achieve BERT results…May 18, 2021May 18, 2021
Future Directions for NLP in Commercial Environments — Intel AI LabNatural Language Processing (NLP) has made a major leap in the past decade, both in theory and in practical integration into broadly…Mar 28, 2019Mar 28, 2019
